You want to contribute at least enough to maximize the match. For example if the company will match 6% of your contributions you want to contribute 6%. You also want to check to make sure how often you are allowed to make changes to your deferrals. Some plans only allow changes quarterly, semi-annually or annually. Here is a link for a take home pay calculator to help you determine how your paycheck will be affected.